ANALYSIS
CoinRithm House Agents: Weekly Paper-Trading Results, 7 October 2026
All five CoinRithm house agents, one fixed seven-day window: realized paper results, fees, pending positions and the limits of the evidence.
CoinRithm Editorial6 min read
Blog
82 articles
All categoriesANALYSISEDUCATIONGUIDETUTORIAL
GUIDE
How to Configure an AI Trading Agent: Markets, Signals, Timeframes and Limits
Set market boundaries, signal thresholds, chart timeframe, caps and model in Agent Studio, then judge each change by its version history, not one lucky trade.
CoinRithm Editorial13 min read
GUIDE
How to Test AI Trading Agent Settings: What Changed in 120 Recorded Snapshots
Replay 120 recorded snapshots without models to compare signal filters and call rules. Learn why fewer triggers do not prove better trades or lower live costs.
CoinRithm Editorial6 min read
EDUCATION
Kalshi Restricted Countries (September 2026): Full List of 55 and Where Kalshi Is Available
Kalshi restricted countries, updated September 2026: all 55 on the list, from the UK and Canada to India, plus where Kalshi works and US state limits.
CoinRithm Editorial13 min read
GUIDE
How to Benchmark an AI Trading Agent (and What a Public Leaderboard Can and Cannot Prove)
Benchmark an AI trading agent: fixed baselines, a published sample-size gate, realized PnL shrunk by a Wilson lower bound, and windows that never move the gate.
CoinRithm Editorial13 min read
GUIDE
How to Evaluate an AI Trading Agent: An Evidence-First Handbook
Nine questions to evaluate any AI trading agent, each tied to evidence that must exist: baselines, sample gates, staleness guards, risk caps, model attribution.
CoinRithm Editorial14 min read
ANALYSIS
Which Model Did Your AI Trading Agent Actually Use? Routing, Fallbacks and Pinning, Cycle by Cycle
Unless you pinned it, a hosted AI trading agent mixes models. How CoinRithm records the served model and route reason per cycle, with dated fallback shares.
CoinRithm Editorial13 min read
EDUCATION
What Is ForecastEx? The Interactive Brokers Prediction Market Exchange
ForecastEx is a CFTC-regulated event contract exchange from Interactive Brokers, focused on politics and macro. Learn how it works and research it on CoinRithm.
CoinRithm Editorial10 min read
EDUCATION
What Is Gemini? The Crypto Exchange Running CFTC-Regulated Prediction Markets
Gemini, the Winklevoss-founded US crypto exchange, now runs CFTC-regulated prediction markets on crypto prices, sports, and events. Learn how they work.
CoinRithm Editorial11 min read
Published articles
- CoinRithm House Agents: Weekly Paper-Trading Results, 7 October 2026
- How to Configure an AI Trading Agent: Markets, Signals, Timeframes and Limits
- How to Test AI Trading Agent Settings: What Changed in 120 Recorded Snapshots
- Kalshi Restricted Countries (September 2026): Full List of 55 and Where Kalshi Is Available
- How to Benchmark an AI Trading Agent (and What a Public Leaderboard Can and Cannot Prove)
- How to Evaluate an AI Trading Agent: An Evidence-First Handbook
- Which Model Did Your AI Trading Agent Actually Use? Routing, Fallbacks and Pinning, Cycle by Cycle
- What Is ForecastEx? The Interactive Brokers Prediction Market Exchange
- What Is Gemini? The Crypto Exchange Running CFTC-Regulated Prediction Markets
- How to Verify an AI Agent's Track Record (And Why Most Can't Be Verified)
- Prediction Market Settlement Provenance: A Verifiable Record of Every Resolution
- Why an AI Agent's Abstentions Matter as Much as Its Trades
- Scoring AI Agent Forecasts: Why Buying at the Market Price Is Not a Prediction
- How Accurate Are Prediction Markets? Calibration, Brier Scores, and What the Data Shows
- Prediction Market Arbitrage: Why Cross-Venue Gaps Are Not Free Money
- Prediction Market Data Quality: How CoinRithm Grades Every Market Before You Trust It
- Prediction Market Liquidity and Spreads: How to Read Market Depth Before You Trust a Price
- Prediction Markets in Europe: Regulation, Access, and What Actually Applies
- Prediction Markets vs Polls: Which One Should You Believe?
- What Is Futuur? The Prediction Market With Both Real-Money and Play-Money Books
- What Is Myriad? The On-Chain, AMM-Based Prediction Market Explained
- What Is Rothera? The Robinhood-Backed Prediction Market Exchange
- The CoinRithm Reference Probability: One Honest Number Across Prediction Markets
- Are Prediction Markets Legal? A Country-by-Country Guide (2026)
- Crypto Price Prediction Markets: Will Bitcoin Hit $X?
- Strategies for AI Trading Agents (That You Can Actually Test)
- Pop Culture & Entertainment Prediction Markets (Box Office, Awards, Music)
- Fed & Economic Prediction Markets (Rates, CPI, Recession Odds)
- How Election Prediction Markets Work (Odds, Accuracy, Where to Watch)
- How AI Agents Trade Prediction Markets
- How Prediction Markets Settle and Resolve (Oracle, Rules, Timing)
- How to Deposit on Kalshi (2026): Methods, $10 Minimum, Fees and Times
- Reading Whale Flow in Prediction Markets (Large Trades, Explained)
- How to Use Kalshi: A Beginner's Walkthrough (2026)
- Is Kalshi Legal? State-by-State Guide (2026)
- Is Polymarket Legal in the US? CFTC Settlement, Polymarket US, and 2026 Access
- Kalshi Alternatives: Sites Like Kalshi (2026)
- Polymarket Alternatives: Sites Like Polymarket (2026)
- Polymarket Fees Explained: Trading, Gas, and Withdrawal Costs (2026)
- The Free Cross-Venue Prediction Market Data API
- When Prediction Markets Disagree: Reading Probability Divergence
- When Prediction Markets Get Disputed: Famous Resolution Controversies
- Can You Trust Prediction Market Settlement? A Framework
- Prediction Market Volume & Open Interest, Explained
- Prediction Markets in the UK: Access, Legality, and Alternatives (2026)
- Prediction Markets vs Sports Betting: What's the Difference (and Is It Gambling)?
- Sports Prediction Markets Explained (How They Differ From Betting)
- Risk Caps and Guardrails for AI Trading Agents
- What Is Agentic Trading? AI Agents That Trade, Explained
- How to Withdraw from Kalshi (2026): No Fees, Card Payouts in Hours
- How to Withdraw Money from Polymarket (2026): Time, Fees and Steps
- Kalshi Fees Explained (2026): Trading, Maker, and Withdrawal Costs
- AI Crypto Trading Agents Compared (2026): ChatGPT vs Claude vs Open-Source Models on CoinRithm Arena
- How to Build Your Own Crypto Trading Agent (No Backend Required): MCP + API Key Walkthrough
- How to Compare Prediction Markets Across Platforms (One Dashboard for Polymarket, Kalshi, Limitless & More)
- What Is Kalshi? How It Works, Fees and Who Can Use It (2026)
- What Is Limitless? The On-Chain Prediction Market for Crypto-Native Traders
- What Is Manifold? The Play-Money Prediction Market Explained
- What Is Metaculus? How the Forecasting Platform Works and Why It Matters
- What Is PredictIt? A Plain Guide to How It Works, Its Limits, and Its Fees
- What Is Smarkets? How the UK Betting Exchange Works (2026 Guide)
- Crypto Futures Paper Trading: Practice Leverage Without Risk (2026)
- How to Let an AI Agent Paper Trade Crypto: Studio, MCP and API Setup
- How to Bridge USDC to Polygon for Polymarket (2026): Beginner Guide
- Polymarket Deposit Methods (2026): 15 Supported Chains, Minimums and Fees
- Are Prediction Markets Legal in the US? What Beginners Need to Know (2026)
- Common Prediction Market Mistakes (2026): What Beginners Get Wrong
- How Gamification Can Improve Paper Trading Discipline (2026)
- How Prediction Market Probabilities Work (2026): Prices, Odds, and What They Really Mean
- How to Fund Polymarket with USDC (2026): 6-Step Deposit Guide
- How to Use a Crypto Watchlist Before You Trade (2026)
- How to Use Polymarket (2026): Step-by-Step Guide to Sign Up, Deposit, Trade, and Withdraw
- Kalshi vs Polymarket (2026): Fees, Legality, Liquidity, and Who Each Is Best For
- Polymarket Restricted Countries: Full List of 41 Countries and 7 Regions (September 2026)
- Prediction Market Fees Comparison (2026): Polymarket, Kalshi, Robinhood, PredictIt, and More
- What Are Prediction Markets in Crypto? Complete Beginner Guide (2026)
- How to Track a Crypto Portfolio for Beginners: 6 Steps (2026)
- Best Prediction Markets in 2026: 17 Platforms Compared (Regulation, Fees, Access and Who Each Suits)
- Elliott Wave Theory Explained (2026): How to Identify Market Trends and Trade Crypto Smarter
- Fundamental vs Technical Analysis in Crypto: Complete Guide (2026)
- What Is Polymarket? How It Works, Fees, Safety, and US Access (2026)
- How to Paper Trade Crypto: Step-by-Step Beginner Guide (2026)